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[⭐] Add dataset BJTaxi #190

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duyifanict opened this issue Nov 21, 2024 · 0 comments
Open

[⭐] Add dataset BJTaxi #190

duyifanict opened this issue Nov 21, 2024 · 0 comments
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enhancement New feature or request

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@duyifanict
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以NYCTaxi为例,需要产生如下结果

  1. raw_data/NYCTaxi:存放原始数据
  2. datasets/NYCTaxi:存放经过处理之后的数据
  3. scripts/data_preparation/NYCTaxi/generate_training_data.py:处理数据的脚本,如果不需要处理,那么就不用写。注意,如果可以产生时间戳,需要在这个脚本中产生(例如time in day、day in week)
  4. baselines/STSSL:复现上述论文,需要保证复现之后的结果和原文一致

下面的结果是视情况可选的:

  1. basicts/data/nyctaxi_dataset.py
    如果原始数据无法处理成basicts的统一格式(例如只提供了处理好的数据,没有原始数据),那么需要为这个数据集单独写一个dataset,从而加载数据。
@duyifanict duyifanict added the enhancement New feature or request label Nov 21, 2024
@duyifanict duyifanict changed the title add dataset BJTaxi [⭐] Add dataset BJTaxi Dec 4, 2024
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